Exploring reinforcement learning methods from algorithm to application webinar
In this webinar led by Microsoft researcher Dr. Katja Hofmann, a Principal Researcher in the Game Intelligence group at Microsoft Research Cambridge, learn about the foundations of RL—elegant ideas giving rise to agents that can learn extremely…
Are all samples created equal?: Boosting generative models via importance weighting
There is a growing interest in the use of deep generative models for sampling high-dimensional data; examples include high-resolution natural images, long-form text generation, designing pharmaceutical drugs, and creating new materials at the molecular level.…
Skeletal Tracking on Azure Kinect
Microsoft has released a new RGB-D sensor called Azure Kinect. I'm involved in developing the skeletral tracking for Azure Kinect. It consists of 2D pose estimation and 3D model fitting. The 2D pose estimation is…
Inclusive Data Visualization Workshop
This workshop will bring together data visualization researchers, accessibility researchers, as well as representatives from disability organizations to identify the current problems, to discuss possible solutions, and to create a roadmap for research on the…
Introduction to CKKS (Approximate Homomorphic Encryption)
The Private AI Bootcamp offered by Microsoft Research (MSR) focused on tutorials of building privacy-preserving machine learning services and applications with homomorphic encryption (HE). Around 30 PhD students were invited to gather at the Microsoft…